I believed that myself for several years, but:
http://www.snopes.com/sports/baseball/castro.asp
Claim: Future Cuban revolutionary leader Fidel Castro was once given a tryout by the Washington Senators baseball team.
Status: False.
Oh. Thanks.
I thought it was the Yankees.